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Memory Matters: A Case for Granger Causality in Climate Variability Studies
Publisher: American Meteorological Society
Abstract: AbstractIn climate variability studies, lagged linear regression is frequently used to infer causality. While lagged linear regression analysis can often provide valuable information about causal relationships, lagged ...
Creating and Evaluating Uncertainty Estimates with Neural Networks for Environmental-Science Applications
Publisher: American Meteorological Society
Daily to Decadal Modulation of Jet Variability
Publisher: American Meteorological Society
Abstract: AbstractThe variance of a jet?s position in latitude is found to be related to its average speed: when a jet becomes stronger, its variability in latitude decreases. This relationship is shown to hold for observed midlatitude ...
Creating and Evaluating Uncertainty Estimates with Neural Networks for Environmental-Science Applications
Publisher: American Meteorological Society
Identifying and Categorizing Bias in AI/ML for Earth Sciences
Publisher: American Meteorological Society
Trustworthy Artificial Intelligence for Environmental Sciences: An Innovative Approach for Summer School
Publisher: American Meteorological Society